{
  "model": "deepseek-v4-flash",
  "api_base": "https://uni-api.cstcloud.cn/v1",
  "timestamp": "2026-05-04T21:33:57.389834",
  "total_evaluated": 60,
  "summary": {
    "total_episodes": 60,
    "detection_accuracy": 0.5666666666666667,
    "miss_rate": 0.5357142857142857,
    "false_alarm_rate": 0.34375,
    "precision": 0.5416666666666666,
    "recall": 0.4642857142857143,
    "f1_security": 0.5,
    "threat_type_accuracy": 0.3076923076923077,
    "parse_failure_rate": 0.016666666666666666,
    "breakdown": {
      "TP": {
        "total": 28,
        "correct": 13,
        "accuracy": 0.4642857142857143
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      "FP": {
        "total": 28,
        "correct": 19,
        "accuracy": 0.6785714285714286
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      "TN": {
        "total": 4,
        "correct": 2,
        "accuracy": 0.5
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    },
    "per_sq": {
      "SQ1": {
        "total": 13,
        "accuracy": 0.46153846153846156,
        "miss_count": 5,
        "false_alarm_count": 2
      },
      "SQ2": {
        "total": 6,
        "accuracy": 0.3333333333333333,
        "miss_count": 2,
        "false_alarm_count": 2
      },
      "SQ3": {
        "total": 17,
        "accuracy": 0.5882352941176471,
        "miss_count": 4,
        "false_alarm_count": 3
      },
      "SQ4": {
        "total": 17,
        "accuracy": 0.6470588235294118,
        "miss_count": 2,
        "false_alarm_count": 4
      },
      "SQ5": {
        "total": 7,
        "accuracy": 0.7142857142857143,
        "miss_count": 2,
        "false_alarm_count": 0
      }
    }
  },
  "errors": {
    "total_errors": 35,
    "error_distribution": {
      "FALSE_ALARM": 11,
      "MISS": 14,
      "PARSE_FAIL": 1,
      "WRONG_TYPE": 9
    },
    "error_by_sq": {
      "SQ1": {
        "FALSE_ALARM": 2,
        "MISS": 5
      },
      "SQ2": {
        "FALSE_ALARM": 2,
        "MISS": 2
      },
      "SQ3": {
        "FALSE_ALARM": 3,
        "PARSE_FAIL": 1,
        "WRONG_TYPE": 4,
        "MISS": 3
      },
      "SQ4": {
        "FALSE_ALARM": 4,
        "MISS": 2,
        "WRONG_TYPE": 5
      },
      "SQ5": {
        "MISS": 2
      }
    },
    "error_by_category": {
      "device_fault": 5,
      "intrusion": 3,
      "water_damage": 2,
      "behavioral_anomaly": 4,
      "child_specific": 4,
      "elderly_specific": 4,
      "fire_gas": 1
    }
  },
  "pipeline": "EGPv2"
}